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titleconferencedate
Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Seer claims synchronous on‑policy RL rollouts speed up by up to 2.04× and cuts long‑tail latency 72–94% by exploiting intra‑group similarities in length and…
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Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target OffloadOSDI '252025-07-07
Scalio is a DPU-based JBOF key-value store that bypasses weak ARM cores by using NVMe-oF Target Offload for SSD I/O and one-sided RDMA for cache access, adds…
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DSA-2LM: A CPU-Free Tiered Memory Architecture with Intel DSAUSENIX ATC '252025-07-07
DSA-2LM integrates Intel DSA into Linux kernel page migration, bypasses VA translation to submit physical addresses, and implements a concurrent migration…
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Explore Data Placement Algorithm for Balanced Recovery Load DistributionUSENIX ATC '232023-07-10
Defines optimal recovery-load placement as NP-hard and gives a concrete, implementable greedy data placement algorithm that picks nodes with minimal current…
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